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How do I set up weighted distribution to multiple buyers?

3 min read
How do I set up weighted distribution to multiple buyers?

Round-robin routing assumes all buyers are equal. In practice, they almost never are. One buyer pays $45 per lead and another pays $25. One has a sales team of ten and another is a solo operator. Weighted distribution is the mechanism that reflects these differences in how leads actually flow.

Setting up weights sounds simple — assign percentages — but the details of cap interactions and fallback behavior are where most implementations go wrong.

How weighted distribution works mechanically

Each buyer in a campaign gets a numeric weight. The router uses those weights to calculate each buyer's share of total leads over time. With buyers weighted 50/30/20, roughly 50 out of every 100 leads go to buyer A, 30 to B, and 20 to C. In practice, this plays out probabilistically rather than exactly, so in any given hour the split might be 48/31/21 — close enough to target over daily volumes.

Weights can be expressed as percentages that sum to 100, or as integers where the router calculates each buyer's share relative to the total weight sum. Either approach works; what matters is that the router recalculates correctly when buyers are added or removed.

The cap interaction problem

The most common failure mode in weighted routing is ignoring daily caps. If buyer A (50% weight) hits their cap at noon, a naive system either continues trying to deliver to them (and fails) or drops the excess leads. Neither is acceptable.

Cap-aware weighted routing solves this by dynamically re-weighting the remaining eligible buyers. When A caps out, leads redistribute between B and C at their relative weights — in this case 60/40 of remaining volume. This keeps delivery flowing without manual intervention and without wasting leads.

Weighted vs. other routing models compared

Routing modelBest forCap interactionTools with native support
Round-robinBuyers with equal value and capacitySimple skip to nextMost routers
Priority orderPrimary + fallback buyer setupMove down listMost routers
Weighted (LeadMove, $149/mo)Buyers with different pricing or capacityCap-aware redistributionLeadMove, LeadProsper ($499+), Boberdoo ($1,000+)
Ping/post auctionHigh-volume verticals with many competing buyersBid-based, no capsBoberdoo, LeadProsper

Choosing the right weights

Start weights based on the buyer's per-lead price and their stated capacity. A buyer paying $50/lead and handling 30 leads/day should get more weight than one paying $30/lead and handling 15/day. Review and adjust monthly based on actual conversion data — a buyer with high weight but low close rate is not maximizing your lead value. Weights are a starting point, not a permanent setting.

Combining weights with other routing rules

Weights apply after other filtering rules have narrowed the eligible buyer pool. A lead from Arizona first filters to Arizona-eligible buyers, then distributes among them by weight. If operating hours are also set, the eligible pool further narrows to buyers who are currently active. Weights then determine the proportional split within that filtered, active pool. This layering is what makes rules-based routing flexible without requiring separate workflows for every scenario.

Weighted distribution is the difference between a routing setup that reflects your actual buyer relationships and one that treats every buyer as interchangeable. Most agencies realize they need it the first time a top buyer complains about receiving the same volume as a trial buyer.

Frequently asked questions

what is weighted lead distribution?

Weighted distribution assigns each buyer a numeric weight so leads are distributed proportionally. If buyer A has weight 50, buyer B has 30, and buyer C has 20, roughly half of all leads go to A, 30% to B, and 20% to C over any meaningful sample. This contrasts with round-robin (equal shares) and priority-based routing (first eligible buyer always wins).

when should I use weighted distribution instead of round-robin?

Use weights when buyers pay different per-lead prices, have different processing capacities, or you want to allocate more volume to your best-performing relationship. Round-robin works when all buyers are equivalent. Weighted distribution is also useful during ramp-up: giving a new buyer a low weight (10%) lets you test them without disrupting your primary buyer relationship.

how does cap-aware weighted routing work?

Cap-aware weighted routing re-calculates distribution weights on the fly when one buyer hits their daily cap. If buyer A (50% weight) caps out, the remaining leads should split between B and C at their adjusted proportional weights (60/40 of the remaining 50%), not just stop delivering. Without cap awareness, weighted routing silently loses volume when any buyer hits their limit.

does LeadMove support weighted distribution?

LeadMove offers per-campaign weighted routing with cap-aware fallback on the $149 Starter plan. You assign numeric weights to each buyer in a campaign, and the router distributes proportionally. When a buyer hits their daily cap, the remaining leads redistribute among active buyers at their adjusted weights automatically.

do LeadProsper or Boberdoo offer weighted routing?

LeadProsper exposes weighted distribution on Pro tiers ($499+/mo). Boberdoo supports weighted routing as part of its enterprise distribution engine, which typically starts at $1,000+/mo. Both handle the feature well but at higher entry prices compared to LeadMove's $149 Starter.

can I combine weights with geo or time-of-day rules?

Yes. Weights apply within the pool of eligible buyers after other routing rules (geo, time-of-day, caps) have filtered the eligible set. For example, a lead from Texas first filters to Texas-licensed buyers, then distributes among them by weight. This layering is the standard pattern in rules-based routers.

what happens if all buyers hit their caps at the same time?

When every buyer in a campaign has hit their daily cap, the router should either hold the lead for the next reset window or route to an overflow campaign. Without an explicit overflow rule, leads will be dropped silently — a common source of lead loss that's hard to detect without delivery monitoring.

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